







Mundo develops data, evaluations, and applied research for frontier labs and AI companies to advance perceptual intelligence across audio, video, and emerging modalities.
The Welch Labs Illustrated Guide to AI [Digital Download] — Welch Labs
The Welch Labs Illustrated Guide to AI offers unique perspectives on artificial intelligence through hands-on exploration and richly detailed graphics that give readers a visceral understanding of how AI actually works. From the fundamental perceptron to cutting-edge AI video generation, each chapte

Extending Our Perception
The world is rich with information hidden from human senses and not captured by our algorithms. The next era of AI will require Hypersensory Intelligence — AI and novel sensors engineered together to perceive reality in fundamentally new ways, catalysing breakthroughs across disciplines.

On-device intelligence for every product
We're building a frontier lab for on-device AI. Small, specialized models for audio, vision, and text, faster than the cloud and free.

Vincent Sitzmann -Modeling the world (and yourself) from vision
How Claude marks AI-generated content | Claude Help Center
Anthropic has signed the EU AI Act's Article 50(2) Code of Practice on Transparency of AI-Generated Content, as a provider of both generative AI models and generative AI systems. This article describes how we’re planning to put those commitments into practice, how marking works, and what its limitations are. We’ll update this article and publish more detailed technical guidance as it becomes available.

Human perspectives on AI · Global Voices
This GV Spotlight edition will explore how the use of, promotion of, and resistance to artificial intelligence is playing out for the Global Majority.

What AI is Really For - Christopher Butler
After three years of immersion in AI, I have come to a relatively simple conclusion: it’s a useful technology that is very likely overhyped to the
AGENTWORLD | *
An exploration of planetary intelligence, tracing how computation and cosmology—from ancient mechanisms to AI—reshape Earth and its possible futures.

World Emulation via Neural Network
I turned a forest trail near my apartment into a playable neural world. You can explore that world in your web browser by clicking right here:
Using Amazon Augmented AI for Human Review - Amazon SageMaker AI
Use SageMaker AI to build, train, and host machine learning models in AWS.

How AIs See Our World
AIs are increasingly perceiving our world, but in order to comprehend it, our user interfaces must operate in reverse.

Updates to Apple’s On-Device and Server Foundation Language Models
With Apple Intelligence, we're integrating powerful generative AI right into the apps and experiences people use every day, all while…

ArtCraft — Controllable AI for Artists
ArtCraft is the open-source desktop app for generating AI video and images — built for artists who want real control.

Worldbuilding with Spatial Intelligence
The next stage in the development of AIs is to give them spatial intelligence.

The path to ubiquitous AI | Taalas
By Ljubisa Bajic Many believe AI is the real deal. In narrow domains, it already surpasses human performance. Used well, it is an unprecedented amplifier of human ingenuity and productivity. Its widespread adoption is hindered by two key barriers: high latency and astronomical cost. Interactions with language models lag far...
